Bill Psomas

simpool. [ICCV 2023] Official implementation of "Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?".

rscir. [IGARSS 2024 ORAL] Official implementation of "Composed Image Retrieval for Remote Sensing".

icir. [NeurIPS 2025] Official implementation of "Instance-Level Composed Image Retrieval".

metrix. [ICLR 2022] Official implementation of "It Takes Two to Tango: Mixup for Deep Metric Learning".

efficient-probing. [ICLR 2026] - Official implementation of "Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency"

lane_detection. This repository contains code in PyTorch for lane detection using LaneNet.

mars_crater_detection. Official PyTorch implementation for IGARSS 2024 paper: "Evaluation of Resource-Efficient Crater Detectors on Embedded Systems"

Object_Detection_on_Clothings_with_YOLO. Jupyter Notebook

web_scrap_for_image_dataset_creation. Create Image Datasets using the Yandex Images Search Engine. Useful for Computer Vision tasks.

deep_metric_learning_benchmark. This repository provides source code for conducting extensive experiments and reproducing the most popular Deep Metric Learning approaches.

billpsomas. My personal repository.

Instagram_Bots. This repository contains Instagram Bots implemented in Python.

Traffic_Signs_Classification. German Traffic Signs Classification using Neural Networks (MLP, LeNet, AlexNet, VGGNet, RestrictNet) in Tensorflow framework.

billpsomas.github.io. HTML